conditional generative models 1gene expression conditioning 1molecular generation 1precision drug design 1transfer learning 1
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cs.LG2026
Gene Expression-Informed Jointly Controlled Generative Modeling for Precision Molecular Design
Hang Yuan, Chen Li, Wenjun Ma +2
The paper introduces JoPMol, a generative model that simultaneously conditions molecule generation on gene expression profiles and desired chemical properties to enable precision d…
cs.LG2026
LLM-Based Scientific Equation Discovery via Physics-Informed Token-Regularized Policy Optimization
Boxiao Wang, Kai Li, Tianyi Liu +4
Symbolic regression aims to distill mathematical equations from observational data. Recent approaches have successfully leveraged Large Language Models (LLMs) to generate equation…